Texture nodes are initially the same as adding textures in the Material Tab of the Project panel – But with the Material Graph you can set up much more advanced materials using a combination of nodes – one thing you can do is add multiple bump textures to your material using Utility nodes …and much more.
See our Texture Types covered in our Textures section.